DoWhy
v0.1.1-alpha
Contents:
DoWhy | Making causal inference easy
Getting started with DoWhy: A simple example
DoWhy: Different estimation methods for causal inference
Different ways to load an input graph
Confounding Example: Finding causal effects from observed data
DoWhy example on ihdp (Infant Health and Development Program) dataset
DoWhy example on the Lalonde dataset
Lalonde Pandas API Example
Do-sampler Introduction
Code repository
dowhy package
Subpackages
dowhy.api package
dowhy.causal_estimators package
dowhy.causal_refuters package
dowhy.data_transformers package
Subpackages
Submodules
dowhy.data_transformers.pca_reducer module
Module contents
dowhy.do_samplers package
dowhy.utils package
Submodules
dowhy.causal_estimator module
dowhy.causal_graph module
dowhy.causal_identifier module
dowhy.causal_refuter module
dowhy.data_transformer module
dowhy.datasets module
dowhy.do_sampler module
dowhy.do_why module
dowhy.plotter module
Module contents
dowhy
dowhy package
Subpackages
dowhy.api package
dowhy.causal_estimators package
dowhy.causal_refuters package
dowhy.data_transformers package
dowhy.do_samplers package
dowhy.utils package
Submodules
dowhy.causal_estimator module
dowhy.causal_graph module
dowhy.causal_identifier module
dowhy.causal_refuter module
dowhy.data_transformer module
dowhy.datasets module
dowhy.do_sampler module
dowhy.do_why module
dowhy.plotter module
Module contents
DoWhy
»
dowhy package
»
dowhy.data_transformers package
View page source
dowhy.data_transformers package
Subpackages
dowhy.data_transformers.dimensionality_reducers package
Submodules
dowhy.data_transformers.dimensionality_reducers.dimensionality_reducer module
Module contents
Submodules
dowhy.data_transformers.pca_reducer module
class
dowhy.data_transformers.pca_reducer.
PCAReducer
(
*
args
,
**
kwargs
)
[source]
Bases:
DimensionalityReducer
reduce
(
)
[source]
Module contents
Other Versions
v: v0.1.1-alpha
Releases
v0.1.1-alpha
v0.2
v0.4
v0.5
v0.5.1
v0.6
v0.7
v0.7.1
v0.8
Branches
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